Ding, Xiucai - GGAM Faculty

Statistics

Area of Interest

My current research focuses on the following areas: 1. Statistical and algorithmic applications of random matrix theory, spin glass theory and integrability theory; 2. Mathematical and statistical foundation for manifold learning and machine learning; 3. Non-stationary time series analysis and functional time series analysis.

Courses Related to Research Interests

STA 221: Big Data & High Performance Statistical Computing and STA 250: Topics in Applied and Computational Statistics (Random matrices and spin glasses, and their applications to statistical learning theory).